Posts by Jiri Pik

Embracing 2025: Moving Forward with Purpose

As we step into 2025, let’s carry forward what we learned in 2024 and apply it with greater intention. May this year bring new opportunities, deeper connections, and tangible progress toward your personal goals. Here’s to moving forward with clarity,…

Calibrating Judgment: The Podcasts That Transform My Travel Time

Listening to podcasts is an excellent way to make the most of your time, transforming idle moments into learning, inspiration, and entertainment opportunities. One of the most significant advantages of podcasts is their ability to provide information that is not…

Why You Should Never Join the AWS Community Builders Program

I was an AWS Community Builder in ML from 2021 to 2024. AWS did not extend the relationship because, according to AWS, the book “Hands-On AI Trading with Python, QuantConnect and AWS,” which I co-wrote as the lead author, does…

Most Performant Docker Base Images for Data Science on AWS Batch

1. Summary If you’re working with Python batch jobs that are heavy on mathematical computations, you might want to explore using the IntelPython Docker base image. In our experience, particularly with data science tasks that typically wrap up in about…

AWS Credits & Discount Programs Overview

AWS continuously expands the range of their services and to stay competitive, your AWS architecture requires constant adjustments. Optimizing your cloud architecture within AWS demands a strategic approach, with a pivotal emphasis on comprehensive experimentation. Recognizing the crucial role that…

A Step-by-Step Guide to Efficiently Processing AWS Events’ Videos

The Modern Cloud Architect’s edge is rapidly harnessing and applying an ever-evolving knowledge universe – It’s not about memorizing details; it’s about knowing possibilities and using the right keywords to unlock your cloud potential. In the AWS world, one of…

Lessons Learned from Having Passed all Twelve AWS Certification Exams

On April 24, 2023, I finished the AWS certification marathon of passing one AWS certification exam per month (“the certification marathon”). This blog post outlines the lessons learned from this journey and expands on the previously published successful blog post…
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